Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 89551 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.2 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 15 |
CEP_2_DIG is highly overall correlated with ZONA_POSTAL | High correlation |
RENDA_MES_ANTERIOR is highly overall correlated with FLAG_PF | High correlation |
NO_FUNCIONARIOS is highly overall correlated with FLAG_PF | High correlation |
PRAZO is highly overall correlated with PAGTO_DIFF_EMISSAO | High correlation |
PAGTO_DIFF_EMISSAO is highly overall correlated with PRAZO | High correlation |
LIFETIME_CLIENTE_DIAS is highly overall correlated with ANO_CADASTRO | High correlation |
MES_EMISSAO_DOCUMENTO is highly overall correlated with MES_PAGAMENTO and 2 other fields | High correlation |
MES_PAGAMENTO is highly overall correlated with MES_EMISSAO_DOCUMENTO and 2 other fields | High correlation |
MES_VENCIMENTO is highly overall correlated with MES_EMISSAO_DOCUMENTO and 2 other fields | High correlation |
MES_SAFRA_REF is highly overall correlated with MES_EMISSAO_DOCUMENTO and 2 other fields | High correlation |
ANO_VENCIMENTO is highly overall correlated with ANO_EMISSAO_DOCUMENTO and 2 other fields | High correlation |
ANO_CADASTRO is highly overall correlated with LIFETIME_CLIENTE_DIAS | High correlation |
FLAG_PF is highly overall correlated with RENDA_MES_ANTERIOR and 1 other fields | High correlation |
ZONA_POSTAL is highly overall correlated with CEP_2_DIG | High correlation |
DIASEMANA_PAGAMENTO is highly overall correlated with DIASEMANA_VENCIMENTO | High correlation |
DIASEMANA_VENCIMENTO is highly overall correlated with DIASEMANA_PAGAMENTO | High correlation |
ANO_EMISSAO_DOCUMENTO is highly overall correlated with ANO_VENCIMENTO and 2 other fields | High correlation |
ANO_PAGAMENTO is highly overall correlated with ANO_VENCIMENTO and 2 other fields | High correlation |
ANO_SAFRA_REF is highly overall correlated with ANO_VENCIMENTO and 2 other fields | High correlation |
FLAG_PF is highly imbalanced (97.1%) | Imbalance |
INADIMPLENTE is highly imbalanced (64.8%) | Imbalance |
PRAZO is highly skewed (γ1 = 48.05204434) | Skewed |
PAGTO_DIFF_VENC is highly skewed (γ1 = -52.78006706) | Skewed |
PAGTO_DIFF_VENC has 70609 (78.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-25 11:23:26.892953 |
|---|---|
| Analysis finished | 2023-04-25 11:25:07.216574 |
| Duration | 1 minute and 40.32 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
ID_CLIENTE
Real number (ℝ)
| Distinct | 1306 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6635418 × 1018 |
| Minimum | 8.7842371 × 1015 |
|---|---|
| Maximum | 9.2060308 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 8.7842371 × 1015 |
|---|---|
| 5-th percentile | 4.6530925 × 1017 |
| Q1 | 2.3470288 × 1018 |
| median | 4.817817 × 1018 |
| Q3 | 6.9693486 × 1018 |
| 95-th percentile | 8.6099387 × 1018 |
| Maximum | 9.2060308 × 1018 |
| Range | 9.1972466 × 1018 |
| Interquartile range (IQR) | 4.6223198 × 1018 |
Descriptive statistics
| Standard deviation | 2.6662324 × 1018 |
|---|---|
| Coefficient of variation (CV) | 0.57171834 |
| Kurtosis | -1.2303272 |
| Mean | 4.6635418 × 1018 |
| Median Absolute Deviation (MAD) | 2.3501716 × 1018 |
| Skewness | -0.078049453 |
| Sum | 8.9911379 × 1018 |
| Variance | 7.108795 × 1036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.96410875 × 1018 | 1325 | 1.5% |
| 5.761480994 × 1018 | 1222 | 1.4% |
| 4.008627435 × 1018 | 902 | 1.0% |
| 8.173830875 × 1018 | 787 | 0.9% |
| 6.916556752 × 1018 | 724 | 0.8% |
| 7.930925884 × 1018 | 660 | 0.7% |
| 4.592906068 × 1017 | 620 | 0.7% |
| 4.045739495 × 1018 | 612 | 0.7% |
| 7.325545719 × 1018 | 581 | 0.6% |
| 3.355881108 × 1018 | 575 | 0.6% |
| Other values (1296) | 81543 |
| Value | Count | Frequency (%) |
| 8.78423715 × 1015 | 266 | |
| 1.507004831 × 1016 | 11 | < 0.1% |
| 1.871961495 × 1016 | 9 | < 0.1% |
| 3.954702544 × 1016 | 80 | 0.1% |
| 4.326664122 × 1016 | 9 | < 0.1% |
| 4.963290558 × 1016 | 50 | 0.1% |
| 6.62200874 × 1016 | 71 | 0.1% |
| 6.97663625 × 1016 | 52 | 0.1% |
| 8.611006299 × 1016 | 103 | 0.1% |
| 8.643695504 × 1016 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.20603081 × 1018 | 123 | |
| 9.205015187 × 1018 | 28 | < 0.1% |
| 9.184785003 × 1018 | 150 | |
| 9.175443729 × 1018 | 7 | < 0.1% |
| 9.161263096 × 1018 | 36 | < 0.1% |
| 9.156666134 × 1018 | 50 | 0.1% |
| 9.142266044 × 1018 | 10 | < 0.1% |
| 9.127318191 × 1018 | 68 | |
| 9.108733472 × 1018 | 71 | |
| 9.101617111 × 1018 | 21 | < 0.1% |
VALOR_A_PAGAR
Real number (ℝ)
| Distinct | 78917 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49201.267 |
| Minimum | 0.1 |
|---|---|
| Maximum | 4400000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 3643.54 |
| Q1 | 19663.235 |
| median | 36300.7 |
| Q3 | 64065.3 |
| 95-th percentile | 135757.74 |
| Maximum | 4400000 |
| Range | 4399999.9 |
| Interquartile range (IQR) | 44402.065 |
Descriptive statistics
| Standard deviation | 48051.163 |
|---|---|
| Coefficient of variation (CV) | 0.9766245 |
| Kurtosis | 860.63904 |
| Mean | 49201.267 |
| Median Absolute Deviation (MAD) | 19077.65 |
| Skewness | 13.012477 |
| Sum | 4.4060227 × 109 |
| Variance | 2.3089143 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1182 | 624 | 0.7% |
| 999 | 338 | 0.4% |
| 945.6 | 198 | 0.2% |
| 360 | 137 | 0.2% |
| 1341 | 94 | 0.1% |
| 591 | 76 | 0.1% |
| 499 | 72 | 0.1% |
| 1063.8 | 57 | 0.1% |
| 1064 | 48 | 0.1% |
| 899 | 43 | < 0.1% |
| Other values (78907) | 87864 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.4 | 1 | |
| 0.45 | 1 | |
| 0.7 | 1 | |
| 5.17 | 1 | |
| 5.5 | 1 | |
| 5.78 | 1 | |
| 5.95 | 1 | |
| 6 | 1 | |
| 6.22 | 1 |
| Value | Count | Frequency (%) |
| 4400000 | 1 | |
| 2250000 | 1 | |
| 1697544.07 | 1 | |
| 1500000 | 1 | |
| 1391835.2 | 1 | |
| 1325000 | 1 | |
| 1210000 | 1 | |
| 1200000 | 1 | |
| 1160000 | 1 | |
| 1000000 | 1 |
TAXA
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| 5.99 | |
|---|---|
| 6.99 | |
| 4.99 | |
| 8.99 | |
| 11.99 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.068743 |
| Min length | 4 |
Characters and Unicode
| Total characters | 364360 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6.99 |
|---|---|
| 2nd row | 6.99 |
| 3rd row | 6.99 |
| 4th row | 6.99 |
| 5th row | 6.99 |
Common Values
| Value | Count | Frequency (%) |
| 5.99 | 30349 | |
| 6.99 | 25410 | |
| 4.99 | 18355 | |
| 8.99 | 9281 | 10.4% |
| 11.99 | 6156 | 6.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.99 | 30349 | |
| 6.99 | 25410 | |
| 4.99 | 18355 | |
| 8.99 | 9281 | 10.4% |
| 11.99 | 6156 | 6.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 179102 | |
| . | 89551 | |
| 5 | 30349 | 8.3% |
| 6 | 25410 | 7.0% |
| 4 | 18355 | 5.0% |
| 1 | 12312 | 3.4% |
| 8 | 9281 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 274809 | |
| Other Punctuation | 89551 | 24.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 179102 | |
| 5 | 30349 | 11.0% |
| 6 | 25410 | 9.2% |
| 4 | 18355 | 6.7% |
| 1 | 12312 | 4.5% |
| 8 | 9281 | 3.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 89551 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 364360 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 179102 | |
| . | 89551 | |
| 5 | 30349 | 8.3% |
| 6 | 25410 | 7.0% |
| 4 | 18355 | 5.0% |
| 1 | 12312 | 3.4% |
| 8 | 9281 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 364360 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 179102 | |
| . | 89551 | |
| 5 | 30349 | 8.3% |
| 6 | 25410 | 7.0% |
| 4 | 18355 | 5.0% |
| 1 | 12312 | 3.4% |
| 8 | 9281 | 2.5% |
FLAG_PF
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| PJ | |
|---|---|
| PF | 262 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 179102 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PJ |
|---|---|
| 2nd row | PJ |
| 3rd row | PJ |
| 4th row | PJ |
| 5th row | PJ |
Common Values
| Value | Count | Frequency (%) |
| PJ | 89289 | |
| PF | 262 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pj | 89289 | |
| pf | 262 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 89551 | |
| J | 89289 | |
| F | 262 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 179102 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 89551 | |
| J | 89289 | |
| F | 262 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 179102 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 89551 | |
| J | 89289 | |
| F | 262 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179102 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 89551 | |
| J | 89289 | |
| F | 262 | 0.1% |
SEGMENTO_INDUSTRIAL
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Serviços | |
|---|---|
| Comércio | |
| Indústria | |
| SEM_VALOR | 1628 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.2418063 |
| Min length | 8 |
Characters and Unicode
| Total characters | 738062 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Serviços |
|---|---|
| 2nd row | Serviços |
| 3rd row | Serviços |
| 4th row | Serviços |
| 5th row | Serviços |
Common Values
| Value | Count | Frequency (%) |
| Serviços | 36267 | |
| Comércio | 31630 | |
| Indústria | 20026 | |
| SEM_VALOR | 1628 | 1.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| serviços | 36267 | |
| comércio | 31630 | |
| indústria | 20026 | |
| sem_valor | 1628 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 99527 | |
| r | 87923 | |
| i | 87923 | |
| s | 56293 | 7.6% |
| S | 37895 | 5.1% |
| v | 36267 | 4.9% |
| ç | 36267 | 4.9% |
| e | 36267 | 4.9% |
| C | 31630 | 4.3% |
| m | 31630 | 4.3% |
| Other values (16) | 196440 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 635487 | |
| Uppercase Letter | 100947 | 13.7% |
| Connector Punctuation | 1628 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 99527 | |
| r | 87923 | |
| i | 87923 | |
| s | 56293 | |
| v | 36267 | 5.7% |
| ç | 36267 | 5.7% |
| e | 36267 | 5.7% |
| m | 31630 | 5.0% |
| é | 31630 | 5.0% |
| c | 31630 | 5.0% |
| Other values (5) | 100130 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 37895 | |
| C | 31630 | |
| I | 20026 | |
| E | 1628 | 1.6% |
| M | 1628 | 1.6% |
| V | 1628 | 1.6% |
| A | 1628 | 1.6% |
| L | 1628 | 1.6% |
| O | 1628 | 1.6% |
| R | 1628 | 1.6% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1628 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 736434 | |
| Common | 1628 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 99527 | |
| r | 87923 | |
| i | 87923 | |
| s | 56293 | 7.6% |
| S | 37895 | 5.1% |
| v | 36267 | 4.9% |
| ç | 36267 | 4.9% |
| e | 36267 | 4.9% |
| C | 31630 | 4.3% |
| m | 31630 | 4.3% |
| Other values (15) | 194812 |
Common
| Value | Count | Frequency (%) |
| _ | 1628 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 650139 | |
| None | 87923 | 11.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 99527 | |
| r | 87923 | |
| i | 87923 | |
| s | 56293 | |
| S | 37895 | 5.8% |
| v | 36267 | 5.6% |
| e | 36267 | 5.6% |
| C | 31630 | 4.9% |
| m | 31630 | 4.9% |
| c | 31630 | 4.9% |
| Other values (13) | 113154 |
None
| Value | Count | Frequency (%) |
| ç | 36267 | |
| é | 31630 | |
| ú | 20026 |
DOMINIO_EMAIL
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| YAHOO | |
|---|---|
| GMAIL | |
| HOTMAIL | |
| OUTLOOK | |
| AOL | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.482362 |
| Min length | 3 |
Characters and Unicode
| Total characters | 490951 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | YAHOO |
|---|---|
| 2nd row | YAHOO |
| 3rd row | YAHOO |
| 4th row | YAHOO |
| 5th row | YAHOO |
Common Values
| Value | Count | Frequency (%) |
| YAHOO | 29357 | |
| GMAIL | 25192 | |
| HOTMAIL | 21210 | |
| OUTLOOK | 5491 | 6.1% |
| AOL | 5103 | 5.7% |
| BOL | 2132 | 2.4% |
| SEM_VALOR | 1066 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yahoo | 29357 | |
| gmail | 25192 | |
| hotmail | 21210 | |
| outlook | 5491 | 6.1% |
| aol | 5103 | 5.7% |
| bol | 2132 | 2.4% |
| sem_valor | 1066 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 104698 | |
| A | 81928 | |
| L | 60194 | |
| H | 50567 | |
| M | 47468 | |
| I | 46402 | |
| Y | 29357 | 6.0% |
| T | 26701 | 5.4% |
| G | 25192 | 5.1% |
| U | 5491 | 1.1% |
| Other values (7) | 12953 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 489885 | |
| Connector Punctuation | 1066 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 104698 | |
| A | 81928 | |
| L | 60194 | |
| H | 50567 | |
| M | 47468 | |
| I | 46402 | |
| Y | 29357 | 6.0% |
| T | 26701 | 5.5% |
| G | 25192 | 5.1% |
| U | 5491 | 1.1% |
| Other values (6) | 11887 | 2.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1066 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 489885 | |
| Common | 1066 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 104698 | |
| A | 81928 | |
| L | 60194 | |
| H | 50567 | |
| M | 47468 | |
| I | 46402 | |
| Y | 29357 | 6.0% |
| T | 26701 | 5.5% |
| G | 25192 | 5.1% |
| U | 5491 | 1.1% |
| Other values (6) | 11887 | 2.4% |
Common
| Value | Count | Frequency (%) |
| _ | 1066 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 490951 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 104698 | |
| A | 81928 | |
| L | 60194 | |
| H | 50567 | |
| M | 47468 | |
| I | 46402 | |
| Y | 29357 | 6.0% |
| T | 26701 | 5.4% |
| G | 25192 | 5.1% |
| U | 5491 | 1.1% |
| Other values (7) | 12953 | 2.6% |
PORTE
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| MEDIO | |
|---|---|
| GRANDE | |
| PEQUENO | |
| SEM_VALOR | 2848 |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 5.9145962 |
| Min length | 5 |
Characters and Unicode
| Total characters | 529658 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PEQUENO |
|---|---|
| 2nd row | PEQUENO |
| 3rd row | PEQUENO |
| 4th row | PEQUENO |
| 5th row | PEQUENO |
Common Values
| Value | Count | Frequency (%) |
| MEDIO | 34660 | |
| GRANDE | 33575 | |
| PEQUENO | 18468 | |
| SEM_VALOR | 2848 | 3.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medio | 34660 | |
| grande | 33575 | |
| pequeno | 18468 | |
| sem_valor | 2848 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 108019 | |
| D | 68235 | |
| O | 55976 | |
| N | 52043 | |
| M | 37508 | 7.1% |
| R | 36423 | 6.9% |
| A | 36423 | 6.9% |
| I | 34660 | 6.5% |
| G | 33575 | 6.3% |
| P | 18468 | 3.5% |
| Other values (6) | 48328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 526810 | |
| Connector Punctuation | 2848 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 108019 | |
| D | 68235 | |
| O | 55976 | |
| N | 52043 | |
| M | 37508 | 7.1% |
| R | 36423 | 6.9% |
| A | 36423 | 6.9% |
| I | 34660 | 6.6% |
| G | 33575 | 6.4% |
| P | 18468 | 3.5% |
| Other values (5) | 45480 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2848 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 526810 | |
| Common | 2848 | 0.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 108019 | |
| D | 68235 | |
| O | 55976 | |
| N | 52043 | |
| M | 37508 | 7.1% |
| R | 36423 | 6.9% |
| A | 36423 | 6.9% |
| I | 34660 | 6.6% |
| G | 33575 | 6.4% |
| P | 18468 | 3.5% |
| Other values (5) | 45480 |
Common
| Value | Count | Frequency (%) |
| _ | 2848 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 529658 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 108019 | |
| D | 68235 | |
| O | 55976 | |
| N | 52043 | |
| M | 37508 | 7.1% |
| R | 36423 | 6.9% |
| A | 36423 | 6.9% |
| I | 34660 | 6.5% |
| G | 33575 | 6.3% |
| P | 18468 | 3.5% |
| Other values (6) | 48328 |
CEP_2_DIG
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.329421 |
| Minimum | 11 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 29 |
| median | 54 |
| Q3 | 79 |
| 95-th percentile | 95 |
| Maximum | 99 |
| Range | 88 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 27.86701 |
|---|---|
| Coefficient of variation (CV) | 0.52254476 |
| Kurtosis | -1.414858 |
| Mean | 53.329421 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.017584824 |
| Sum | 4775703 |
| Variance | 776.57023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 4525 | 5.1% |
| 35 | 3256 | 3.6% |
| 68 | 3045 | 3.4% |
| 89 | 3029 | 3.4% |
| 37 | 2457 | 2.7% |
| 86 | 2408 | 2.7% |
| 78 | 2265 | 2.5% |
| 12 | 2256 | 2.5% |
| 75 | 2073 | 2.3% |
| 38 | 1952 | 2.2% |
| Other values (79) | 62285 |
| Value | Count | Frequency (%) |
| 11 | 1039 | 1.2% |
| 12 | 2256 | |
| 13 | 4525 | |
| 14 | 1596 | 1.8% |
| 15 | 1429 | 1.6% |
| 16 | 811 | 0.9% |
| 17 | 905 | 1.0% |
| 18 | 757 | 0.8% |
| 19 | 1010 | 1.1% |
| 20 | 583 | 0.7% |
| Value | Count | Frequency (%) |
| 99 | 982 | |
| 98 | 1244 | |
| 97 | 539 | 0.6% |
| 96 | 828 | |
| 95 | 1366 | |
| 94 | 256 | 0.3% |
| 93 | 1052 | |
| 92 | 349 | 0.4% |
| 91 | 193 | 0.2% |
| 90 | 590 |
RENDA_MES_ANTERIOR
Real number (ℝ)
| Distinct | 1306 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291079.8 |
| Minimum | 1861 |
|---|---|
| Maximum | 918421 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1861 |
|---|---|
| 5-th percentile | 228440.26 |
| Q1 | 267180.55 |
| median | 291396.13 |
| Q3 | 314952.45 |
| 95-th percentile | 356990.9 |
| Maximum | 918421 |
| Range | 916560 |
| Interquartile range (IQR) | 47771.897 |
Descriptive statistics
| Standard deviation | 43720.533 |
|---|---|
| Coefficient of variation (CV) | 0.15020119 |
| Kurtosis | 7.9999776 |
| Mean | 291079.8 |
| Median Absolute Deviation (MAD) | 24109.67 |
| Skewness | -0.30489839 |
| Sum | 2.6066487 × 1010 |
| Variance | 1.911485 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 288175.9487 | 1325 | 1.5% |
| 282459.525 | 1222 | 1.4% |
| 307876.6923 | 902 | 1.0% |
| 291017.1667 | 787 | 0.9% |
| 258061.275 | 724 | 0.8% |
| 306436.025 | 660 | 0.7% |
| 309266.025 | 620 | 0.7% |
| 245928.4 | 612 | 0.7% |
| 267286.4615 | 581 | 0.6% |
| 326853.925 | 575 | 0.6% |
| Other values (1296) | 81543 |
| Value | Count | Frequency (%) |
| 1861 | 1 | < 0.1% |
| 3738 | 1 | < 0.1% |
| 4514 | 1 | < 0.1% |
| 4804 | 1 | < 0.1% |
| 4876 | 1 | < 0.1% |
| 6037 | 1 | < 0.1% |
| 6284 | 1 | < 0.1% |
| 6686 | 1 | < 0.1% |
| 8742.333333 | 7 | |
| 9193 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 918421 | 1 | < 0.1% |
| 835745.5 | 2 | < 0.1% |
| 726811.25 | 4 | < 0.1% |
| 694993 | 1 | < 0.1% |
| 668268 | 3 | < 0.1% |
| 665476.25 | 4 | < 0.1% |
| 634295 | 1 | < 0.1% |
| 625671.3333 | 7 | |
| 612032.75 | 11 | |
| 594801 | 3 | < 0.1% |
NO_FUNCIONARIOS
Real number (ℝ)
| Distinct | 1021 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.93517 |
| Minimum | 0 |
|---|---|
| Maximum | 188 |
| Zeros | 262 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 90.176471 |
| Q1 | 108.18182 |
| median | 118.64103 |
| Q3 | 131 |
| 95-th percentile | 146.17391 |
| Maximum | 188 |
| Range | 188 |
| Interquartile range (IQR) | 22.818182 |
Descriptive statistics
| Standard deviation | 18.06663 |
|---|---|
| Coefficient of variation (CV) | 0.15190317 |
| Kurtosis | 4.6349054 |
| Mean | 118.93517 |
| Median Absolute Deviation (MAD) | 11.808974 |
| Skewness | -0.80313201 |
| Sum | 10650764 |
| Variance | 326.40313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 115.8205128 | 1325 | 1.5% |
| 137.675 | 1222 | 1.4% |
| 126.1794872 | 902 | 1.0% |
| 126.4444444 | 787 | 0.9% |
| 137.95 | 724 | 0.8% |
| 125.4 | 660 | 0.7% |
| 98.55 | 620 | 0.7% |
| 130.45 | 612 | 0.7% |
| 131 | 594 | 0.7% |
| 112.15 | 575 | 0.6% |
| Other values (1011) | 81530 |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 62.33333333 | 9 | < 0.1% |
| 68.84210526 | 237 | |
| 74 | 4 | < 0.1% |
| 74.5 | 2 | < 0.1% |
| 75.23809524 | 59 | 0.1% |
| 75.33333333 | 5 | < 0.1% |
| 76 | 1 | < 0.1% |
| 78 | 11 | < 0.1% |
| 79.05263158 | 95 | 0.1% |
| Value | Count | Frequency (%) |
| 188 | 3 | < 0.1% |
| 176 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 171.2352941 | 25 | < 0.1% |
| 169.5641026 | 141 | |
| 168 | 5 | < 0.1% |
| 167 | 4 | < 0.1% |
| 166.1818182 | 19 | < 0.1% |
| 163.5333333 | 21 | < 0.1% |
| 162.3 | 173 |
PRAZO
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 230 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.200858 |
| Minimum | 1 |
|---|---|
| Maximum | 2677 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 16 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 45 |
| Maximum | 2677 |
| Range | 2676 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 26.382167 |
|---|---|
| Coefficient of variation (CV) | 1.1371203 |
| Kurtosis | 3578.2996 |
| Mean | 23.200858 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 48.052044 |
| Sum | 2077660 |
| Variance | 696.01872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 22389 | |
| 18 | 11901 | |
| 17 | 10776 | |
| 22 | 5644 | 6.3% |
| 19 | 5329 | 6.0% |
| 20 | 5251 | 5.9% |
| 25 | 2913 | 3.3% |
| 21 | 2772 | 3.1% |
| 30 | 2149 | 2.4% |
| 36 | 2043 | 2.3% |
| Other values (220) | 18384 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 6 | |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 4 | |
| 12 | 2 | < 0.1% |
| 13 | 4 |
| Value | Count | Frequency (%) |
| 2677 | 1 | |
| 2500 | 1 | |
| 2107 | 1 | |
| 1911 | 2 | |
| 1318 | 2 | |
| 1313 | 1 | |
| 1244 | 2 | |
| 1198 | 1 | |
| 1147 | 2 | |
| 1124 | 1 |
PAGTO_DIFF_VENC
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 308 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3251555 |
| Minimum | -2661 |
|---|---|
| Maximum | 458 |
| Zeros | 70609 |
| Zeros (%) | 78.8% |
| Negative | 9139 |
| Negative (%) | 10.2% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | -2661 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 458 |
| Range | 3119 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 25.166653 |
|---|---|
| Coefficient of variation (CV) | -77.398822 |
| Kurtosis | 4311.7792 |
| Mean | -0.3251555 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -52.780067 |
| Sum | -29118 |
| Variance | 633.3604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70609 | |
| -1 | 3254 | 3.6% |
| 1 | 2190 | 2.4% |
| 5 | 1076 | 1.2% |
| -3 | 970 | 1.1% |
| 7 | 790 | 0.9% |
| 6 | 783 | 0.9% |
| 2 | 705 | 0.8% |
| -2 | 670 | 0.7% |
| 3 | 620 | 0.7% |
| Other values (298) | 7884 | 8.8% |
| Value | Count | Frequency (%) |
| -2661 | 1 | |
| -2483 | 1 | |
| -2070 | 1 | |
| -1896 | 2 | |
| -1303 | 1 | |
| -1297 | 1 | |
| -1284 | 1 | |
| -1229 | 1 | |
| -1224 | 1 | |
| -1183 | 1 |
| Value | Count | Frequency (%) |
| 458 | 1 | |
| 365 | 1 | |
| 331 | 1 | |
| 329 | 1 | |
| 309 | 1 | |
| 306 | 1 | |
| 305 | 1 | |
| 269 | 2 | |
| 267 | 1 | |
| 233 | 2 |
PAGTO_DIFF_EMISSAO
Real number (ℝ)
| Distinct | 271 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.875702 |
| Minimum | 0 |
|---|---|
| Maximum | 1074 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 16 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 45 |
| Maximum | 1074 |
| Range | 1074 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 16.363855 |
|---|---|
| Coefficient of variation (CV) | 0.71533784 |
| Kurtosis | 372.12087 |
| Mean | 22.875702 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 12.882268 |
| Sum | 2048542 |
| Variance | 267.77576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 21488 | |
| 18 | 11006 | |
| 17 | 10508 | |
| 19 | 5449 | 6.1% |
| 22 | 5373 | 6.0% |
| 20 | 4508 | 5.0% |
| 21 | 3243 | 3.6% |
| 25 | 2966 | 3.3% |
| 15 | 2258 | 2.5% |
| 24 | 1977 | 2.2% |
| Other values (261) | 20775 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 6 | |
| 6 | 4 | < 0.1% |
| 7 | 6 | |
| 8 | 14 | |
| 9 | 13 |
| Value | Count | Frequency (%) |
| 1074 | 1 | |
| 624 | 1 | |
| 601 | 1 | |
| 499 | 1 | |
| 495 | 2 | |
| 483 | 1 | |
| 471 | 1 | |
| 457 | 1 | |
| 451 | 1 | |
| 426 | 1 |
INADIMPLENTE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| 0 | |
|---|---|
| 1 | 5937 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 89551 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 89551 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 89551 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 89551 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 83614 | |
| 1 | 5937 | 6.6% |
ZONA_POSTAL
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| PR / SC | |
|---|---|
| Litoral e interior de SP | |
| MG | |
| CE / PI / MA / PA / AP / AM / RR / AC | |
| DF / GO / RO / TO / MT / MS | |
| Other values (4) |
Length
| Max length | 37 |
|---|---|
| Median length | 27 |
| Mean length | 14.341359 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1284283 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CE / PI / MA / PA / AP / AM / RR / AC |
|---|---|
| 2nd row | CE / PI / MA / PA / AP / AM / RR / AC |
| 3rd row | CE / PI / MA / PA / AP / AM / RR / AC |
| 4th row | CE / PI / MA / PA / AP / AM / RR / AC |
| 5th row | CE / PI / MA / PA / AP / AM / RR / AC |
Common Values
| Value | Count | Frequency (%) |
| PR / SC | 14814 | |
| Litoral e interior de SP | 14328 | |
| MG | 13919 | |
| CE / PI / MA / PA / AP / AM / RR / AC | 9766 | |
| DF / GO / RO / TO / MT / MS | 9480 | |
| RJ / ES | 9081 | |
| RS | 7399 | |
| BH / SE | 6978 | |
| PE / AL / PB / RN | 3786 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 157993 | ||
| pr | 14814 | 3.2% |
| sc | 14814 | 3.2% |
| litoral | 14328 | 3.1% |
| e | 14328 | 3.1% |
| interior | 14328 | 3.1% |
| de | 14328 | 3.1% |
| sp | 14328 | 3.1% |
| mg | 13919 | 3.0% |
| ap | 9766 | 2.1% |
| Other values (22) | 179903 |
Most occurring characters
| Value | Count | Frequency (%) |
| 373298 | ||
| / | 157993 | |
| P | 66012 | 5.1% |
| R | 64092 | 5.0% |
| S | 62080 | 4.8% |
| A | 52616 | 4.1% |
| M | 52411 | 4.1% |
| e | 42984 | 3.3% |
| i | 42984 | 3.3% |
| r | 42984 | 3.3% |
| Other values (19) | 326829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 509416 | |
| Space Separator | 373298 | |
| Lowercase Letter | 243576 | |
| Other Punctuation | 157993 | 12.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 66012 | |
| R | 64092 | |
| S | 62080 | |
| A | 52616 | |
| M | 52411 | |
| C | 34346 | |
| E | 29611 | 5.8% |
| O | 28440 | 5.6% |
| G | 23399 | 4.6% |
| T | 18960 | 3.7% |
| Other values (8) | 77449 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 42984 | |
| i | 42984 | |
| r | 42984 | |
| o | 28656 | |
| t | 28656 | |
| n | 14328 | 5.9% |
| d | 14328 | 5.9% |
| l | 14328 | 5.9% |
| a | 14328 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 373298 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 157993 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 752992 | |
| Common | 531291 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 66012 | 8.8% |
| R | 64092 | 8.5% |
| S | 62080 | 8.2% |
| A | 52616 | 7.0% |
| M | 52411 | 7.0% |
| e | 42984 | 5.7% |
| i | 42984 | 5.7% |
| r | 42984 | 5.7% |
| C | 34346 | 4.6% |
| E | 29611 | 3.9% |
| Other values (17) | 262872 |
Common
| Value | Count | Frequency (%) |
| 373298 | ||
| / | 157993 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1284283 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 373298 | ||
| / | 157993 | |
| P | 66012 | 5.1% |
| R | 64092 | 5.0% |
| S | 62080 | 4.8% |
| A | 52616 | 4.1% |
| M | 52411 | 4.1% |
| e | 42984 | 3.3% |
| i | 42984 | 3.3% |
| r | 42984 | 3.3% |
| Other values (19) | 326829 |
LIFETIME_CLIENTE_DIAS
Real number (ℝ)
| Distinct | 7325 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3631.1868 |
| Minimum | 0 |
|---|---|
| Maximum | 7773 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 477 |
| Q1 | 1865 |
| median | 3163 |
| Q3 | 5453 |
| 95-th percentile | 7514 |
| Maximum | 7773 |
| Range | 7773 |
| Interquartile range (IQR) | 3588 |
Descriptive statistics
| Standard deviation | 2284.4214 |
|---|---|
| Coefficient of variation (CV) | 0.62911152 |
| Kurtosis | -1.0066461 |
| Mean | 3631.1868 |
| Median Absolute Deviation (MAD) | 1508 |
| Skewness | 0.45131942 |
| Sum | 3.2517641 × 108 |
| Variance | 5218581.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3216 | 59 | 0.1% |
| 7051 | 57 | 0.1% |
| 2849 | 55 | 0.1% |
| 7579 | 51 | 0.1% |
| 6834 | 50 | 0.1% |
| 2817 | 50 | 0.1% |
| 3244 | 49 | 0.1% |
| 3094 | 48 | 0.1% |
| 6987 | 47 | 0.1% |
| 3429 | 45 | 0.1% |
| Other values (7315) | 89040 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 4 | |
| 2 | 8 | |
| 3 | 4 | |
| 4 | 4 | |
| 5 | 4 | |
| 6 | 8 | |
| 7 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7773 | 1 | < 0.1% |
| 7771 | 2 | < 0.1% |
| 7770 | 8 | < 0.1% |
| 7769 | 10 | |
| 7768 | 16 | |
| 7767 | 2 | < 0.1% |
| 7766 | 9 | |
| 7765 | 21 | |
| 7764 | 21 | |
| 7763 | 16 |
MES_EMISSAO_DOCUMENTO
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8395104 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4200993 |
|---|---|
| Coefficient of variation (CV) | 0.50005031 |
| Kurtosis | -1.184017 |
| Mean | 6.8395104 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.19811845 |
| Sum | 612485 |
| Variance | 11.697079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 9620 | |
| 9 | 9395 | |
| 11 | 8699 | |
| 8 | 8176 | |
| 7 | 7155 | |
| 1 | 7094 | |
| 12 | 6833 | |
| 6 | 6786 | |
| 5 | 6743 | |
| 3 | 6541 | |
| Other values (2) | 12509 |
| Value | Count | Frequency (%) |
| 1 | 7094 | |
| 2 | 6316 | |
| 3 | 6541 | |
| 4 | 6193 | |
| 5 | 6743 | |
| 6 | 6786 | |
| 7 | 7155 | |
| 8 | 8176 | |
| 9 | 9395 | |
| 10 | 9620 |
| Value | Count | Frequency (%) |
| 12 | 6833 | |
| 11 | 8699 | |
| 10 | 9620 | |
| 9 | 9395 | |
| 8 | 8176 | |
| 7 | 7155 | |
| 6 | 6786 | |
| 5 | 6743 | |
| 4 | 6193 | |
| 3 | 6541 |
MES_PAGAMENTO
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9010843 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.476307 |
|---|---|
| Coefficient of variation (CV) | 0.50373345 |
| Kurtosis | -1.2268499 |
| Mean | 6.9010843 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.18984154 |
| Sum | 617999 |
| Variance | 12.08471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 9697 | |
| 11 | 9330 | |
| 9 | 8772 | |
| 12 | 7876 | |
| 7 | 7324 | |
| 8 | 7088 | |
| 3 | 6946 | |
| 1 | 6804 | |
| 2 | 6537 | |
| 6 | 6525 | |
| Other values (2) | 12652 |
| Value | Count | Frequency (%) |
| 1 | 6804 | |
| 2 | 6537 | |
| 3 | 6946 | |
| 4 | 6159 | |
| 5 | 6493 | |
| 6 | 6525 | |
| 7 | 7324 | |
| 8 | 7088 | |
| 9 | 8772 | |
| 10 | 9697 |
| Value | Count | Frequency (%) |
| 12 | 7876 | |
| 11 | 9330 | |
| 10 | 9697 | |
| 9 | 8772 | |
| 8 | 7088 | |
| 7 | 7324 | |
| 6 | 6525 | |
| 5 | 6493 | |
| 4 | 6159 | |
| 3 | 6946 |
MES_VENCIMENTO
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.892564 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4835713 |
|---|---|
| Coefficient of variation (CV) | 0.50541008 |
| Kurtosis | -1.2300441 |
| Mean | 6.892564 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.18949265 |
| Sum | 617236 |
| Variance | 12.135269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 9699 | |
| 11 | 9393 | |
| 9 | 8707 | |
| 12 | 7840 | |
| 7 | 7352 | |
| 8 | 7056 | |
| 1 | 6980 | |
| 3 | 6888 | |
| 2 | 6506 | |
| 6 | 6468 | |
| Other values (2) | 12662 |
| Value | Count | Frequency (%) |
| 1 | 6980 | |
| 2 | 6506 | |
| 3 | 6888 | |
| 4 | 6206 | |
| 5 | 6456 | |
| 6 | 6468 | |
| 7 | 7352 | |
| 8 | 7056 | |
| 9 | 8707 | |
| 10 | 9699 |
| Value | Count | Frequency (%) |
| 12 | 7840 | |
| 11 | 9393 | |
| 10 | 9699 | |
| 9 | 8707 | |
| 8 | 7056 | |
| 7 | 7352 | |
| 6 | 6468 | |
| 5 | 6456 | |
| 4 | 6206 | |
| 3 | 6888 |
MES_CADASTRO
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8500966 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.2898736 |
|---|---|
| Coefficient of variation (CV) | 0.56236228 |
| Kurtosis | -1.2942668 |
| Mean | 5.8500966 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.060644279 |
| Sum | 523882 |
| Variance | 10.823269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 27264 | |
| 2 | 23647 | |
| 3 | 6377 | 7.1% |
| 7 | 4341 | 4.8% |
| 12 | 4339 | 4.8% |
| 9 | 3800 | 4.2% |
| 5 | 3545 | 4.0% |
| 10 | 3471 | 3.9% |
| 6 | 3451 | 3.9% |
| 1 | 3283 | 3.7% |
| Other values (2) | 6033 | 6.7% |
| Value | Count | Frequency (%) |
| 1 | 3283 | 3.7% |
| 2 | 23647 | |
| 3 | 6377 | 7.1% |
| 4 | 2871 | 3.2% |
| 5 | 3545 | 4.0% |
| 6 | 3451 | 3.9% |
| 7 | 4341 | 4.8% |
| 8 | 27264 | |
| 9 | 3800 | 4.2% |
| 10 | 3471 | 3.9% |
| Value | Count | Frequency (%) |
| 12 | 4339 | 4.8% |
| 11 | 3162 | 3.5% |
| 10 | 3471 | 3.9% |
| 9 | 3800 | 4.2% |
| 8 | 27264 | |
| 7 | 4341 | 4.8% |
| 6 | 3451 | 3.9% |
| 5 | 3545 | 4.0% |
| 4 | 2871 | 3.2% |
| 3 | 6377 | 7.1% |
MES_SAFRA_REF
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9202242 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4573287 |
|---|---|
| Coefficient of variation (CV) | 0.49959779 |
| Kurtosis | -1.210242 |
| Mean | 6.9202242 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.20291361 |
| Sum | 619713 |
| Variance | 11.953122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 9916 | |
| 9 | 9132 | |
| 11 | 9084 | |
| 12 | 7776 | |
| 7 | 7243 | |
| 8 | 7183 | |
| 3 | 6785 | |
| 1 | 6664 | |
| 5 | 6643 | |
| 6 | 6619 | |
| Other values (2) | 12506 |
| Value | Count | Frequency (%) |
| 1 | 6664 | |
| 2 | 6504 | |
| 3 | 6785 | |
| 4 | 6002 | |
| 5 | 6643 | |
| 6 | 6619 | |
| 7 | 7243 | |
| 8 | 7183 | |
| 9 | 9132 | |
| 10 | 9916 |
| Value | Count | Frequency (%) |
| 12 | 7776 | |
| 11 | 9084 | |
| 10 | 9916 | |
| 9 | 9132 | |
| 8 | 7183 | |
| 7 | 7243 | |
| 6 | 6619 | |
| 5 | 6643 | |
| 4 | 6002 | |
| 3 | 6785 |
DIASEMANA_EMISSAO
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Sunday | |
|---|---|
| Thursday | |
| Wednesday | |
| Monday | |
| Tuesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.0524841 |
| Min length | 6 |
Characters and Unicode
| Total characters | 631557 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Friday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Sunday |
| 4th row | Thursday |
| 5th row | Friday |
Common Values
| Value | Count | Frequency (%) |
| Sunday | 16335 | |
| Thursday | 16300 | |
| Wednesday | 14418 | |
| Monday | 14413 | |
| Tuesday | 14297 | |
| Friday | 11738 | |
| Saturday | 2050 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sunday | 16335 | |
| thursday | 16300 | |
| wednesday | 14418 | |
| monday | 14413 | |
| tuesday | 14297 | |
| friday | 11738 | |
| saturday | 2050 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 103969 | |
| a | 91601 | |
| y | 89551 | |
| u | 48982 | |
| n | 45166 | |
| s | 45015 | |
| e | 43133 | |
| T | 30597 | 4.8% |
| r | 30088 | 4.8% |
| S | 18385 | 2.9% |
| Other values (7) | 85070 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 542006 | |
| Uppercase Letter | 89551 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 103969 | |
| a | 91601 | |
| y | 89551 | |
| u | 48982 | |
| n | 45166 | |
| s | 45015 | |
| e | 43133 | |
| r | 30088 | 5.6% |
| h | 16300 | 3.0% |
| o | 14413 | 2.7% |
| Other values (2) | 13788 | 2.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 30597 | |
| S | 18385 | |
| W | 14418 | |
| M | 14413 | |
| F | 11738 | 13.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 631557 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 103969 | |
| a | 91601 | |
| y | 89551 | |
| u | 48982 | |
| n | 45166 | |
| s | 45015 | |
| e | 43133 | |
| T | 30597 | 4.8% |
| r | 30088 | 4.8% |
| S | 18385 | 2.9% |
| Other values (7) | 85070 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 631557 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 103969 | |
| a | 91601 | |
| y | 89551 | |
| u | 48982 | |
| n | 45166 | |
| s | 45015 | |
| e | 43133 | |
| T | 30597 | 4.8% |
| r | 30088 | 4.8% |
| S | 18385 | 2.9% |
| Other values (7) | 85070 |
DIASEMANA_PAGAMENTO
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Monday | |
|---|---|
| Tuesday | |
| Wednesday | |
| Thursday | |
| Friday | |
| Other values (2) | 281 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.0187826 |
| Min length | 6 |
Characters and Unicode
| Total characters | 628539 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Thursday |
|---|---|
| 2nd row | Tuesday |
| 3rd row | Tuesday |
| 4th row | Thursday |
| 5th row | Thursday |
Common Values
| Value | Count | Frequency (%) |
| Monday | 29887 | |
| Tuesday | 16188 | |
| Wednesday | 15447 | |
| Thursday | 14146 | |
| Friday | 13602 | |
| Saturday | 206 | 0.2% |
| Sunday | 75 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| monday | 29887 | |
| tuesday | 16188 | |
| wednesday | 15447 | |
| thursday | 14146 | |
| friday | 13602 | |
| saturday | 206 | 0.2% |
| sunday | 75 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 104998 | |
| a | 89757 | |
| y | 89551 | |
| e | 47082 | |
| s | 45781 | |
| n | 45409 | |
| u | 30615 | 4.9% |
| T | 30334 | 4.8% |
| M | 29887 | 4.8% |
| o | 29887 | 4.8% |
| Other values (7) | 85238 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 538988 | |
| Uppercase Letter | 89551 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 104998 | |
| a | 89757 | |
| y | 89551 | |
| e | 47082 | |
| s | 45781 | |
| n | 45409 | |
| u | 30615 | 5.7% |
| o | 29887 | 5.5% |
| r | 27954 | 5.2% |
| h | 14146 | 2.6% |
| Other values (2) | 13808 | 2.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 30334 | |
| M | 29887 | |
| W | 15447 | |
| F | 13602 | |
| S | 281 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 628539 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 104998 | |
| a | 89757 | |
| y | 89551 | |
| e | 47082 | |
| s | 45781 | |
| n | 45409 | |
| u | 30615 | 4.9% |
| T | 30334 | 4.8% |
| M | 29887 | 4.8% |
| o | 29887 | 4.8% |
| Other values (7) | 85238 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 628539 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 104998 | |
| a | 89757 | |
| y | 89551 | |
| e | 47082 | |
| s | 45781 | |
| n | 45409 | |
| u | 30615 | 4.9% |
| T | 30334 | 4.8% |
| M | 29887 | 4.8% |
| o | 29887 | 4.8% |
| Other values (7) | 85238 |
DIASEMANA_VENCIMENTO
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Monday | |
|---|---|
| Wednesday | |
| Tuesday | |
| Thursday | |
| Friday | |
| Other values (2) | 369 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.0190618 |
| Min length | 6 |
Characters and Unicode
| Total characters | 628564 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Thursday |
|---|---|
| 2nd row | Monday |
| 3rd row | Monday |
| 4th row | Friday |
| 5th row | Thursday |
Common Values
| Value | Count | Frequency (%) |
| Monday | 30976 | |
| Wednesday | 15506 | |
| Tuesday | 15438 | |
| Thursday | 14347 | |
| Friday | 12915 | |
| Saturday | 304 | 0.3% |
| Sunday | 65 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| monday | 30976 | |
| wednesday | 15506 | |
| tuesday | 15438 | |
| thursday | 14347 | |
| friday | 12915 | |
| saturday | 304 | 0.3% |
| sunday | 65 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 105057 | |
| a | 89855 | |
| y | 89551 | |
| n | 46547 | |
| e | 46450 | |
| s | 45291 | |
| o | 30976 | 4.9% |
| M | 30976 | 4.9% |
| u | 30154 | 4.8% |
| T | 29785 | 4.7% |
| Other values (7) | 83922 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 539013 | |
| Uppercase Letter | 89551 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 105057 | |
| a | 89855 | |
| y | 89551 | |
| n | 46547 | |
| e | 46450 | |
| s | 45291 | |
| o | 30976 | 5.7% |
| u | 30154 | 5.6% |
| r | 27566 | 5.1% |
| h | 14347 | 2.7% |
| Other values (2) | 13219 | 2.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 30976 | |
| T | 29785 | |
| W | 15506 | |
| F | 12915 | |
| S | 369 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 628564 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 105057 | |
| a | 89855 | |
| y | 89551 | |
| n | 46547 | |
| e | 46450 | |
| s | 45291 | |
| o | 30976 | 4.9% |
| M | 30976 | 4.9% |
| u | 30154 | 4.8% |
| T | 29785 | 4.7% |
| Other values (7) | 83922 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 628564 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 105057 | |
| a | 89855 | |
| y | 89551 | |
| n | 46547 | |
| e | 46450 | |
| s | 45291 | |
| o | 30976 | 4.9% |
| M | 30976 | 4.9% |
| u | 30154 | 4.8% |
| T | 29785 | 4.7% |
| Other values (7) | 83922 |
DIASEMANA_CADASTRO
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Tuesday | |
|---|---|
| Monday | |
| Sunday | |
| Thursday | |
| Wednesday |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.83386 |
| Min length | 6 |
Characters and Unicode
| Total characters | 611979 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Thursday |
|---|---|
| 2nd row | Thursday |
| 3rd row | Thursday |
| 4th row | Thursday |
| 5th row | Thursday |
Common Values
| Value | Count | Frequency (%) |
| Tuesday | 31898 | |
| Monday | 27919 | |
| Sunday | 12273 | 13.7% |
| Thursday | 9380 | 10.5% |
| Wednesday | 8005 | 8.9% |
| Friday | 76 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tuesday | 31898 | |
| monday | 27919 | |
| sunday | 12273 | 13.7% |
| thursday | 9380 | 10.5% |
| wednesday | 8005 | 8.9% |
| friday | 76 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 97556 | |
| a | 89551 | |
| y | 89551 | |
| u | 53551 | |
| s | 49283 | |
| n | 48197 | |
| e | 47908 | |
| T | 41278 | |
| M | 27919 | 4.6% |
| o | 27919 | 4.6% |
| Other values (6) | 39266 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 522428 | |
| Uppercase Letter | 89551 | 14.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 97556 | |
| a | 89551 | |
| y | 89551 | |
| u | 53551 | |
| s | 49283 | |
| n | 48197 | |
| e | 47908 | |
| o | 27919 | 5.3% |
| r | 9456 | 1.8% |
| h | 9380 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 41278 | |
| M | 27919 | |
| S | 12273 | 13.7% |
| W | 8005 | 8.9% |
| F | 76 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 611979 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 97556 | |
| a | 89551 | |
| y | 89551 | |
| u | 53551 | |
| s | 49283 | |
| n | 48197 | |
| e | 47908 | |
| T | 41278 | |
| M | 27919 | 4.6% |
| o | 27919 | 4.6% |
| Other values (6) | 39266 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 611979 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 97556 | |
| a | 89551 | |
| y | 89551 | |
| u | 53551 | |
| s | 49283 | |
| n | 48197 | |
| e | 47908 | |
| T | 41278 | |
| M | 27919 | 4.6% |
| o | 27919 | 4.6% |
| Other values (6) | 39266 |
DIASEMANA_SAFRA_REF
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| Monday | |
|---|---|
| Friday | |
| Saturday | |
| Sunday | |
| Tuesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.0761019 |
| Min length | 6 |
Characters and Unicode
| Total characters | 633672 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Saturday |
|---|---|
| 2nd row | Saturday |
| 3rd row | Saturday |
| 4th row | Saturday |
| 5th row | Saturday |
Common Values
| Value | Count | Frequency (%) |
| Monday | 15745 | |
| Friday | 13442 | |
| Saturday | 13281 | |
| Sunday | 12010 | |
| Tuesday | 11877 | |
| Thursday | 11661 | |
| Wednesday | 11535 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| monday | 15745 | |
| friday | 13442 | |
| saturday | 13281 | |
| sunday | 12010 | |
| tuesday | 11877 | |
| thursday | 11661 | |
| wednesday | 11535 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 102832 | |
| d | 101086 | |
| y | 89551 | |
| u | 48829 | |
| n | 39290 | 6.2% |
| r | 38384 | 6.1% |
| s | 35073 | 5.5% |
| e | 34947 | 5.5% |
| S | 25291 | 4.0% |
| T | 23538 | 3.7% |
| Other values (7) | 94851 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 544121 | |
| Uppercase Letter | 89551 | 14.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 102832 | |
| d | 101086 | |
| y | 89551 | |
| u | 48829 | |
| n | 39290 | 7.2% |
| r | 38384 | 7.1% |
| s | 35073 | 6.4% |
| e | 34947 | 6.4% |
| o | 15745 | 2.9% |
| i | 13442 | 2.5% |
| Other values (2) | 24942 | 4.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 25291 | |
| T | 23538 | |
| M | 15745 | |
| F | 13442 | |
| W | 11535 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 633672 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 102832 | |
| d | 101086 | |
| y | 89551 | |
| u | 48829 | |
| n | 39290 | 6.2% |
| r | 38384 | 6.1% |
| s | 35073 | 5.5% |
| e | 34947 | 5.5% |
| S | 25291 | 4.0% |
| T | 23538 | 3.7% |
| Other values (7) | 94851 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 633672 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 102832 | |
| d | 101086 | |
| y | 89551 | |
| u | 48829 | |
| n | 39290 | 6.2% |
| r | 38384 | 6.1% |
| s | 35073 | 5.5% |
| e | 34947 | 5.5% |
| S | 25291 | 4.0% |
| T | 23538 | 3.7% |
| Other values (7) | 94851 |
ANO_EMISSAO_DOCUMENTO
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| 2019 | |
|---|---|
| 2021 | |
| 2020 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 358204 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 27393 | |
| 2021 | 26479 | |
| 2020 | 26426 | |
| 2018 | 9253 | 10.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 27393 | |
| 2021 | 26479 | |
| 2020 | 26426 | |
| 2018 | 9253 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 142456 | |
| 0 | 115977 | |
| 1 | 63125 | |
| 9 | 27393 | 7.6% |
| 8 | 9253 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 358204 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 142456 | |
| 0 | 115977 | |
| 1 | 63125 | |
| 9 | 27393 | 7.6% |
| 8 | 9253 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 358204 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 142456 | |
| 0 | 115977 | |
| 1 | 63125 | |
| 9 | 27393 | 7.6% |
| 8 | 9253 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 358204 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 142456 | |
| 0 | 115977 | |
| 1 | 63125 | |
| 9 | 27393 | 7.6% |
| 8 | 9253 | 2.6% |
ANO_PAGAMENTO
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| 2021 | |
|---|---|
| 2019 | |
| 2020 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 358204 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 28119 | |
| 2019 | 27034 | |
| 2020 | 26705 | |
| 2018 | 7693 | 8.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 28119 | |
| 2019 | 27034 | |
| 2020 | 26705 | |
| 2018 | 7693 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 144375 | |
| 0 | 116256 | |
| 1 | 62846 | |
| 9 | 27034 | 7.5% |
| 8 | 7693 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 358204 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 144375 | |
| 0 | 116256 | |
| 1 | 62846 | |
| 9 | 27034 | 7.5% |
| 8 | 7693 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 358204 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 144375 | |
| 0 | 116256 | |
| 1 | 62846 | |
| 9 | 27034 | 7.5% |
| 8 | 7693 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 358204 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 144375 | |
| 0 | 116256 | |
| 1 | 62846 | |
| 9 | 27034 | 7.5% |
| 8 | 7693 | 2.1% |
ANO_VENCIMENTO
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019.8428 |
| Minimum | 2018 |
|---|---|
| Maximum | 2028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 2018 |
|---|---|
| 5-th percentile | 2018 |
| Q1 | 2019 |
| median | 2020 |
| Q3 | 2021 |
| 95-th percentile | 2021 |
| Maximum | 2028 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.96874728 |
|---|---|
| Coefficient of variation (CV) | 0.00047961518 |
| Kurtosis | -0.92576954 |
| Mean | 2019.8428 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.22432474 |
| Sum | 1.8087895 × 108 |
| Variance | 0.93847129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2021 | 28146 | |
| 2019 | 27062 | |
| 2020 | 26640 | |
| 2018 | 7649 | 8.5% |
| 2022 | 41 | < 0.1% |
| 2024 | 8 | < 0.1% |
| 2023 | 2 | < 0.1% |
| 2027 | 1 | < 0.1% |
| 2028 | 1 | < 0.1% |
| 2025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2018 | 7649 | 8.5% |
| 2019 | 27062 | |
| 2020 | 26640 | |
| 2021 | 28146 | |
| 2022 | 41 | < 0.1% |
| 2023 | 2 | < 0.1% |
| 2024 | 8 | < 0.1% |
| 2025 | 1 | < 0.1% |
| 2027 | 1 | < 0.1% |
| 2028 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2028 | 1 | < 0.1% |
| 2027 | 1 | < 0.1% |
| 2025 | 1 | < 0.1% |
| 2024 | 8 | < 0.1% |
| 2023 | 2 | < 0.1% |
| 2022 | 41 | < 0.1% |
| 2021 | 28146 | |
| 2020 | 26640 | |
| 2019 | 27062 | |
| 2018 | 7649 | 8.5% |
ANO_CADASTRO
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.925 |
| Minimum | 2000 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 699.7 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 2005 |
| median | 2011 |
| Q3 | 2015 |
| 95-th percentile | 2019 |
| Maximum | 2021 |
| Range | 21 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.3211371 |
|---|---|
| Coefficient of variation (CV) | 0.0031449617 |
| Kurtosis | -1.002765 |
| Mean | 2009.925 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.46774171 |
| Sum | 1.7999079 × 108 |
| Variance | 39.956775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2011 | 21282 | |
| 2000 | 20620 | |
| 2014 | 7713 | 8.6% |
| 2015 | 5435 | 6.1% |
| 2017 | 5081 | 5.7% |
| 2018 | 4333 | 4.8% |
| 2012 | 4083 | 4.6% |
| 2016 | 3308 | 3.7% |
| 2013 | 3242 | 3.6% |
| 2009 | 2557 | 2.9% |
| Other values (12) | 11897 |
| Value | Count | Frequency (%) |
| 2000 | 20620 | |
| 2001 | 167 | 0.2% |
| 2002 | 157 | 0.2% |
| 2003 | 208 | 0.2% |
| 2004 | 754 | 0.8% |
| 2005 | 743 | 0.8% |
| 2006 | 1984 | 2.2% |
| 2007 | 1633 | 1.8% |
| 2008 | 1415 | 1.6% |
| 2009 | 2557 | 2.9% |
| Value | Count | Frequency (%) |
| 2021 | 402 | 0.4% |
| 2020 | 1629 | 1.8% |
| 2019 | 2463 | 2.8% |
| 2018 | 4333 | |
| 2017 | 5081 | |
| 2016 | 3308 | |
| 2015 | 5435 | |
| 2014 | 7713 | |
| 2013 | 3242 | |
| 2012 | 4083 |
ANO_SAFRA_REF
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 699.7 KiB |
| 2021 | |
|---|---|
| 2019 | |
| 2020 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 358204 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 27505 | |
| 2019 | 27265 | |
| 2020 | 26449 | |
| 2018 | 8332 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 27505 | |
| 2019 | 27265 | |
| 2020 | 26449 | |
| 2018 | 8332 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 143505 | |
| 0 | 116000 | |
| 1 | 63102 | |
| 9 | 27265 | 7.6% |
| 8 | 8332 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 358204 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 143505 | |
| 0 | 116000 | |
| 1 | 63102 | |
| 9 | 27265 | 7.6% |
| 8 | 8332 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 358204 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 143505 | |
| 0 | 116000 | |
| 1 | 63102 | |
| 9 | 27265 | 7.6% |
| 8 | 8332 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 358204 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 143505 | |
| 0 | 116000 | |
| 1 | 63102 | |
| 9 | 27265 | 7.6% |
| 8 | 8332 | 2.3% |
| ID_CLIENTE | VALOR_A_PAGAR | CEP_2_DIG | RENDA_MES_ANTERIOR | NO_FUNCIONARIOS | PRAZO | PAGTO_DIFF_VENC | PAGTO_DIFF_EMISSAO | LIFETIME_CLIENTE_DIAS | MES_EMISSAO_DOCUMENTO | MES_PAGAMENTO | MES_VENCIMENTO | MES_CADASTRO | MES_SAFRA_REF | ANO_VENCIMENTO | ANO_CADASTRO | TAXA | FLAG_PF | SEGMENTO_INDUSTRIAL | DOMINIO_EMAIL | PORTE | INADIMPLENTE | ZONA_POSTAL | DIASEMANA_EMISSAO | DIASEMANA_PAGAMENTO | DIASEMANA_VENCIMENTO | DIASEMANA_CADASTRO | DIASEMANA_SAFRA_REF | ANO_EMISSAO_DOCUMENTO | ANO_PAGAMENTO | ANO_SAFRA_REF | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID_CLIENTE | 1.000 | 0.009 | 0.047 | -0.034 | 0.327 | -0.059 | -0.005 | -0.059 | -0.053 | 0.001 | -0.000 | -0.005 | -0.041 | 0.000 | 0.005 | 0.057 | 0.028 | 0.029 | 0.131 | 0.133 | 0.198 | 0.057 | 0.142 | 0.012 | 0.016 | 0.028 | 0.121 | 0.009 | 0.024 | 0.022 | 0.024 |
| VALOR_A_PAGAR | 0.009 | 1.000 | -0.004 | 0.019 | 0.001 | -0.070 | -0.192 | -0.117 | 0.109 | 0.023 | 0.041 | 0.046 | 0.023 | 0.032 | 0.118 | -0.080 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.042 | 0.004 | 0.009 | 0.037 | 0.050 | 0.003 | 0.001 | 0.007 | 0.007 | 0.005 |
| CEP_2_DIG | 0.047 | -0.004 | 1.000 | -0.052 | -0.004 | -0.093 | 0.020 | -0.086 | -0.203 | -0.012 | -0.008 | -0.008 | -0.098 | -0.014 | 0.003 | 0.213 | 0.027 | 0.094 | 0.117 | 0.140 | 0.129 | 0.130 | 0.866 | 0.029 | 0.017 | 0.026 | 0.166 | 0.005 | 0.019 | 0.016 | 0.019 |
| RENDA_MES_ANTERIOR | -0.034 | 0.019 | -0.052 | 1.000 | 0.012 | -0.085 | -0.116 | -0.122 | 0.050 | 0.005 | -0.005 | -0.003 | -0.021 | 0.005 | 0.012 | -0.045 | 0.017 | 0.916 | 0.219 | 0.055 | 0.049 | 0.200 | 0.073 | 0.009 | 0.020 | 0.012 | 0.099 | 0.008 | 0.020 | 0.021 | 0.020 |
| NO_FUNCIONARIOS | 0.327 | 0.001 | -0.004 | 0.012 | 1.000 | -0.030 | 0.025 | -0.026 | 0.002 | -0.000 | -0.000 | -0.003 | 0.002 | 0.003 | 0.039 | 0.007 | 0.024 | 1.000 | 0.258 | 0.105 | 0.162 | 0.057 | 0.113 | 0.014 | 0.023 | 0.032 | 0.098 | 0.009 | 0.029 | 0.029 | 0.030 |
| PRAZO | -0.059 | -0.070 | -0.093 | -0.085 | -0.030 | 1.000 | 0.004 | 0.916 | 0.052 | -0.008 | -0.011 | -0.015 | 0.082 | -0.004 | 0.011 | -0.059 | 0.011 | 0.000 | 0.018 | 0.000 | 0.005 | 0.040 | 0.006 | 0.004 | 0.021 | 0.083 | 0.000 | 0.004 | 0.009 | 0.010 | 0.010 |
| PAGTO_DIFF_VENC | -0.005 | -0.192 | 0.020 | -0.116 | 0.025 | 0.004 | 1.000 | 0.278 | -0.070 | -0.020 | -0.035 | -0.039 | -0.025 | -0.016 | -0.016 | 0.063 | 0.008 | 0.000 | 0.025 | 0.033 | 0.018 | 0.122 | 0.022 | 0.007 | 0.015 | 0.098 | 0.025 | 0.005 | 0.011 | 0.014 | 0.011 |
| PAGTO_DIFF_EMISSAO | -0.059 | -0.117 | -0.086 | -0.122 | -0.026 | 0.916 | 0.278 | 1.000 | 0.026 | -0.016 | -0.017 | -0.019 | 0.067 | -0.009 | 0.001 | -0.034 | 0.011 | 0.005 | 0.021 | 0.017 | 0.022 | 0.255 | 0.020 | 0.009 | 0.022 | 0.014 | 0.013 | 0.010 | 0.020 | 0.023 | 0.021 |
| LIFETIME_CLIENTE_DIAS | -0.053 | 0.109 | -0.203 | 0.050 | 0.002 | 0.052 | -0.070 | 0.026 | 1.000 | 0.011 | 0.005 | 0.008 | 0.094 | 0.015 | 0.116 | -0.974 | 0.026 | 0.069 | 0.090 | 0.120 | 0.111 | 0.080 | 0.146 | 0.017 | 0.019 | 0.023 | 0.398 | 0.068 | 0.281 | 0.291 | 0.287 |
| MES_EMISSAO_DOCUMENTO | 0.001 | 0.023 | -0.012 | 0.005 | -0.000 | -0.008 | -0.020 | -0.016 | 0.011 | 1.000 | 0.691 | 0.681 | -0.001 | 0.810 | -0.166 | -0.009 | 0.012 | 0.008 | 0.005 | 0.008 | 0.007 | 0.046 | 0.009 | 0.030 | 0.028 | 0.032 | 0.009 | 0.271 | 0.231 | 0.198 | 0.208 |
| MES_PAGAMENTO | -0.000 | 0.041 | -0.008 | -0.005 | -0.000 | -0.011 | -0.035 | -0.017 | 0.005 | 0.691 | 1.000 | 0.971 | -0.004 | 0.877 | -0.190 | 0.010 | 0.017 | 0.007 | 0.006 | 0.008 | 0.000 | 0.066 | 0.009 | 0.023 | 0.031 | 0.031 | 0.010 | 0.303 | 0.202 | 0.226 | 0.210 |
| MES_VENCIMENTO | -0.005 | 0.046 | -0.008 | -0.003 | -0.003 | -0.015 | -0.039 | -0.019 | 0.008 | 0.681 | 0.971 | 1.000 | -0.004 | 0.866 | -0.197 | 0.007 | 0.018 | 0.007 | 0.005 | 0.008 | 0.000 | 0.069 | 0.008 | 0.025 | 0.030 | 0.033 | 0.010 | 0.300 | 0.201 | 0.223 | 0.209 |
| MES_CADASTRO | -0.041 | 0.023 | -0.098 | -0.021 | 0.002 | 0.082 | -0.025 | 0.067 | 0.094 | -0.001 | -0.004 | -0.004 | 1.000 | -0.000 | 0.009 | -0.124 | 0.024 | 0.059 | 0.120 | 0.130 | 0.195 | 0.085 | 0.169 | 0.023 | 0.016 | 0.025 | 0.364 | 0.009 | 0.035 | 0.034 | 0.035 |
| MES_SAFRA_REF | 0.000 | 0.032 | -0.014 | 0.005 | 0.003 | -0.004 | -0.016 | -0.009 | 0.015 | 0.810 | 0.877 | 0.866 | -0.000 | 1.000 | -0.189 | -0.006 | 0.021 | 0.006 | 0.006 | 0.008 | 0.005 | 0.058 | 0.010 | 0.030 | 0.028 | 0.031 | 0.010 | 0.388 | 0.216 | 0.222 | 0.234 |
| ANO_VENCIMENTO | 0.005 | 0.118 | 0.003 | 0.012 | 0.039 | 0.011 | -0.016 | 0.001 | 0.116 | -0.166 | -0.190 | -0.197 | 0.009 | -0.189 | 1.000 | 0.084 | 0.014 | 0.006 | 0.027 | 0.017 | 0.017 | 0.043 | 0.015 | 0.013 | 0.014 | 0.085 | 0.020 | 0.139 | 0.767 | 0.811 | 0.795 |
| ANO_CADASTRO | 0.057 | -0.080 | 0.213 | -0.045 | 0.007 | -0.059 | 0.063 | -0.034 | -0.974 | -0.009 | 0.010 | 0.007 | -0.124 | -0.006 | 0.084 | 1.000 | 0.023 | 0.069 | 0.139 | 0.154 | 0.179 | 0.112 | 0.171 | 0.019 | 0.018 | 0.028 | 0.432 | 0.017 | 0.104 | 0.103 | 0.104 |
| TAXA | 0.028 | 0.000 | 0.027 | 0.017 | 0.024 | 0.011 | 0.008 | 0.011 | 0.026 | 0.012 | 0.017 | 0.018 | 0.024 | 0.021 | 0.014 | 0.023 | 1.000 | 0.008 | 0.013 | 0.021 | 0.021 | 0.016 | 0.024 | 0.000 | 0.006 | 0.007 | 0.016 | 0.022 | 0.021 | 0.019 | 0.020 |
| FLAG_PF | 0.029 | 0.000 | 0.094 | 0.916 | 1.000 | 0.000 | 0.000 | 0.005 | 0.069 | 0.008 | 0.007 | 0.007 | 0.059 | 0.006 | 0.006 | 0.069 | 0.008 | 1.000 | 0.398 | 0.031 | 0.017 | 0.032 | 0.083 | 0.011 | 0.013 | 0.007 | 0.039 | 0.000 | 0.011 | 0.010 | 0.011 |
| SEGMENTO_INDUSTRIAL | 0.131 | 0.000 | 0.117 | 0.219 | 0.258 | 0.018 | 0.025 | 0.021 | 0.090 | 0.005 | 0.006 | 0.005 | 0.120 | 0.006 | 0.027 | 0.139 | 0.013 | 0.398 | 1.000 | 0.126 | 0.099 | 0.064 | 0.108 | 0.020 | 0.017 | 0.022 | 0.077 | 0.003 | 0.018 | 0.017 | 0.019 |
| DOMINIO_EMAIL | 0.133 | 0.000 | 0.140 | 0.055 | 0.105 | 0.000 | 0.033 | 0.017 | 0.120 | 0.008 | 0.008 | 0.008 | 0.130 | 0.008 | 0.017 | 0.154 | 0.021 | 0.031 | 0.126 | 1.000 | 0.095 | 0.059 | 0.136 | 0.016 | 0.015 | 0.017 | 0.098 | 0.008 | 0.028 | 0.026 | 0.028 |
| PORTE | 0.198 | 0.003 | 0.129 | 0.049 | 0.162 | 0.005 | 0.018 | 0.022 | 0.111 | 0.007 | 0.000 | 0.000 | 0.195 | 0.005 | 0.017 | 0.179 | 0.021 | 0.017 | 0.099 | 0.095 | 1.000 | 0.088 | 0.113 | 0.013 | 0.016 | 0.045 | 0.106 | 0.004 | 0.015 | 0.013 | 0.016 |
| INADIMPLENTE | 0.057 | 0.042 | 0.130 | 0.200 | 0.057 | 0.040 | 0.122 | 0.255 | 0.080 | 0.046 | 0.066 | 0.069 | 0.085 | 0.058 | 0.043 | 0.112 | 0.016 | 0.032 | 0.064 | 0.059 | 0.088 | 1.000 | 0.111 | 0.030 | 0.049 | 0.066 | 0.096 | 0.057 | 0.038 | 0.047 | 0.037 |
| ZONA_POSTAL | 0.142 | 0.004 | 0.866 | 0.073 | 0.113 | 0.006 | 0.022 | 0.020 | 0.146 | 0.009 | 0.009 | 0.008 | 0.169 | 0.010 | 0.015 | 0.171 | 0.024 | 0.083 | 0.108 | 0.136 | 0.113 | 0.111 | 1.000 | 0.031 | 0.016 | 0.025 | 0.162 | 0.007 | 0.023 | 0.021 | 0.023 |
| DIASEMANA_EMISSAO | 0.012 | 0.009 | 0.029 | 0.009 | 0.014 | 0.004 | 0.007 | 0.009 | 0.017 | 0.030 | 0.023 | 0.025 | 0.023 | 0.030 | 0.013 | 0.019 | 0.000 | 0.011 | 0.020 | 0.016 | 0.013 | 0.030 | 0.031 | 1.000 | 0.276 | 0.309 | 0.018 | 0.040 | 0.022 | 0.020 | 0.023 |
| DIASEMANA_PAGAMENTO | 0.016 | 0.037 | 0.017 | 0.020 | 0.023 | 0.021 | 0.015 | 0.022 | 0.019 | 0.028 | 0.031 | 0.030 | 0.016 | 0.028 | 0.014 | 0.018 | 0.006 | 0.013 | 0.017 | 0.015 | 0.016 | 0.049 | 0.016 | 0.276 | 1.000 | 0.621 | 0.014 | 0.021 | 0.025 | 0.020 | 0.026 |
| DIASEMANA_VENCIMENTO | 0.028 | 0.050 | 0.026 | 0.012 | 0.032 | 0.083 | 0.098 | 0.014 | 0.023 | 0.032 | 0.031 | 0.033 | 0.025 | 0.031 | 0.085 | 0.028 | 0.007 | 0.007 | 0.022 | 0.017 | 0.045 | 0.066 | 0.025 | 0.309 | 0.621 | 1.000 | 0.022 | 0.025 | 0.028 | 0.022 | 0.029 |
| DIASEMANA_CADASTRO | 0.121 | 0.003 | 0.166 | 0.099 | 0.098 | 0.000 | 0.025 | 0.013 | 0.398 | 0.009 | 0.010 | 0.010 | 0.364 | 0.010 | 0.020 | 0.432 | 0.016 | 0.039 | 0.077 | 0.098 | 0.106 | 0.096 | 0.162 | 0.018 | 0.014 | 0.022 | 1.000 | 0.006 | 0.029 | 0.025 | 0.028 |
| DIASEMANA_SAFRA_REF | 0.009 | 0.001 | 0.005 | 0.008 | 0.009 | 0.004 | 0.005 | 0.010 | 0.068 | 0.271 | 0.303 | 0.300 | 0.009 | 0.388 | 0.139 | 0.017 | 0.022 | 0.000 | 0.003 | 0.008 | 0.004 | 0.057 | 0.007 | 0.040 | 0.021 | 0.025 | 0.006 | 1.000 | 0.273 | 0.288 | 0.307 |
| ANO_EMISSAO_DOCUMENTO | 0.024 | 0.007 | 0.019 | 0.020 | 0.029 | 0.009 | 0.011 | 0.020 | 0.281 | 0.231 | 0.202 | 0.201 | 0.035 | 0.216 | 0.767 | 0.104 | 0.021 | 0.011 | 0.018 | 0.028 | 0.015 | 0.038 | 0.023 | 0.022 | 0.025 | 0.028 | 0.029 | 0.273 | 1.000 | 0.920 | 0.952 |
| ANO_PAGAMENTO | 0.022 | 0.007 | 0.016 | 0.021 | 0.029 | 0.010 | 0.014 | 0.023 | 0.291 | 0.198 | 0.226 | 0.223 | 0.034 | 0.222 | 0.811 | 0.103 | 0.019 | 0.010 | 0.017 | 0.026 | 0.013 | 0.047 | 0.021 | 0.020 | 0.020 | 0.022 | 0.025 | 0.288 | 0.920 | 1.000 | 0.965 |
| ANO_SAFRA_REF | 0.024 | 0.005 | 0.019 | 0.020 | 0.030 | 0.010 | 0.011 | 0.021 | 0.287 | 0.208 | 0.210 | 0.209 | 0.035 | 0.234 | 0.795 | 0.104 | 0.020 | 0.011 | 0.019 | 0.028 | 0.016 | 0.037 | 0.023 | 0.023 | 0.026 | 0.029 | 0.028 | 0.307 | 0.952 | 0.965 | 1.000 |
| ID_CLIENTE | VALOR_A_PAGAR | TAXA | FLAG_PF | SEGMENTO_INDUSTRIAL | DOMINIO_EMAIL | PORTE | CEP_2_DIG | RENDA_MES_ANTERIOR | NO_FUNCIONARIOS | PRAZO | PAGTO_DIFF_VENC | PAGTO_DIFF_EMISSAO | INADIMPLENTE | ZONA_POSTAL | LIFETIME_CLIENTE_DIAS | MES_EMISSAO_DOCUMENTO | MES_PAGAMENTO | MES_VENCIMENTO | MES_CADASTRO | MES_SAFRA_REF | DIASEMANA_EMISSAO | DIASEMANA_PAGAMENTO | DIASEMANA_VENCIMENTO | DIASEMANA_CADASTRO | DIASEMANA_SAFRA_REF | ANO_EMISSAO_DOCUMENTO | ANO_PAGAMENTO | ANO_VENCIMENTO | ANO_CADASTRO | ANO_SAFRA_REF | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1661240395903230676 | 35516.41 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 20 | 0 | 20 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1821 | 8 | 9 | 9 | 8 | 9 | Friday | Thursday | Thursday | Thursday | Saturday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 1 | 1661240395903230676 | 17758.21 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 22 | 1 | 23 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1823 | 8 | 9 | 9 | 8 | 9 | Sunday | Tuesday | Monday | Thursday | Saturday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 2 | 1661240395903230676 | 17431.96 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 22 | 1 | 23 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1830 | 8 | 9 | 9 | 8 | 9 | Sunday | Tuesday | Monday | Thursday | Saturday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 3 | 1661240395903230676 | 1341.00 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 36 | 6 | 42 | 1 | CE / PI / MA / PA / AP / AM / RR / AC | 1834 | 8 | 10 | 10 | 8 | 9 | Thursday | Thursday | Friday | Thursday | Saturday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 4 | 1661240395903230676 | 21309.85 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 20 | 0 | 20 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1835 | 8 | 9 | 9 | 8 | 9 | Friday | Thursday | Thursday | Thursday | Saturday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 5 | 1661240395903230676 | 22427.25 | 5.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 22 | 1 | 23 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1851 | 9 | 10 | 10 | 8 | 10 | Sunday | Tuesday | Monday | Thursday | Monday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 6 | 1661240395903230676 | 35608.11 | 5.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 22 | 0 | 22 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1858 | 9 | 10 | 10 | 8 | 10 | Sunday | Monday | Monday | Thursday | Monday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 7 | 1661240395903230676 | 17988.49 | 5.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 21 | 1 | 22 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1873 | 10 | 10 | 10 | 8 | 10 | Monday | Tuesday | Monday | Thursday | Monday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 8 | 1661240395903230676 | 41998.20 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 20 | 1 | 21 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1882 | 10 | 11 | 11 | 8 | 11 | Wednesday | Wednesday | Tuesday | Thursday | Thursday | 2018 | 2018 | 2018 | 2013 | 2018 |
| 9 | 1661240395903230676 | 35514.41 | 6.99 | PJ | Serviços | YAHOO | PEQUENO | 65 | 290074.138889 | 99.361111 | 22 | 0 | 22 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 1886 | 10 | 11 | 11 | 8 | 11 | Sunday | Monday | Monday | Thursday | Thursday | 2018 | 2018 | 2018 | 2013 | 2018 |
| ID_CLIENTE | VALOR_A_PAGAR | TAXA | FLAG_PF | SEGMENTO_INDUSTRIAL | DOMINIO_EMAIL | PORTE | CEP_2_DIG | RENDA_MES_ANTERIOR | NO_FUNCIONARIOS | PRAZO | PAGTO_DIFF_VENC | PAGTO_DIFF_EMISSAO | INADIMPLENTE | ZONA_POSTAL | LIFETIME_CLIENTE_DIAS | MES_EMISSAO_DOCUMENTO | MES_PAGAMENTO | MES_VENCIMENTO | MES_CADASTRO | MES_SAFRA_REF | DIASEMANA_EMISSAO | DIASEMANA_PAGAMENTO | DIASEMANA_VENCIMENTO | DIASEMANA_CADASTRO | DIASEMANA_SAFRA_REF | ANO_EMISSAO_DOCUMENTO | ANO_PAGAMENTO | ANO_VENCIMENTO | ANO_CADASTRO | ANO_SAFRA_REF | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 89541 | 6915663759082844184 | 336000.00 | 5.99 | PJ | Comércio | YAHOO | GRANDE | 28 | 207522.0 | 136.0 | 46 | -6 | 40 | 0 | RJ / ES | 217 | 10 | 12 | 12 | 3 | 11 | Sunday | Friday | Thursday | Sunday | Monday | 2021 | 2021 | 2021 | 2021 | 2021 |
| 89542 | 8027035272622701013 | 65004.00 | 6.99 | PF | SEM_VALOR | AOL | MEDIO | 78 | 12540.0 | 0.0 | 36 | -1 | 35 | 0 | DF / GO / RO / TO / MT / MS | 978 | 11 | 12 | 12 | 2 | 11 | Monday | Monday | Tuesday | Wednesday | Monday | 2021 | 2021 | 2021 | 2019 | 2021 |
| 89543 | 7387419407817356825 | 54157.58 | 6.99 | PJ | Comércio | GMAIL | PEQUENO | 91 | 322336.0 | 139.0 | 20 | 0 | 20 | 0 | RS | 7749 | 11 | 11 | 11 | 8 | 11 | Tuesday | Monday | Monday | Tuesday | Monday | 2021 | 2021 | 2021 | 2000 | 2021 |
| 89544 | 5082455700818638342 | 48600.09 | 4.99 | PJ | Comércio | BOL | MEDIO | 14 | 374662.0 | 110.0 | 30 | 0 | 30 | 0 | Litoral e interior de SP | 995 | 11 | 12 | 12 | 2 | 11 | Monday | Wednesday | Wednesday | Sunday | Monday | 2021 | 2021 | 2021 | 2019 | 2021 |
| 89545 | 3431426889924624821 | 23950.10 | 6.99 | PJ | Serviços | HOTMAIL | MEDIO | 69 | 227342.0 | 125.0 | 18 | 0 | 18 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 455 | 11 | 11 | 11 | 8 | 11 | Thursday | Monday | Monday | Thursday | Monday | 2021 | 2021 | 2021 | 2020 | 2021 |
| 89546 | 3431426889924624821 | 56879.10 | 6.99 | PJ | Serviços | HOTMAIL | MEDIO | 69 | 227342.0 | 125.0 | 17 | 0 | 17 | 0 | CE / PI / MA / PA / AP / AM / RR / AC | 456 | 11 | 11 | 11 | 8 | 11 | Friday | Monday | Monday | Thursday | Monday | 2021 | 2021 | 2021 | 2020 | 2021 |
| 89547 | 5288503299611498087 | 156725.15 | 5.99 | PJ | Comércio | YAHOO | PEQUENO | 13 | 352642.0 | 137.0 | 17 | -1 | 16 | 0 | Litoral e interior de SP | 376 | 11 | 11 | 12 | 11 | 11 | Sunday | Tuesday | Wednesday | Tuesday | Monday | 2021 | 2021 | 2021 | 2020 | 2021 |
| 89548 | 957773253650890560 | 266.08 | 5.99 | PJ | Comércio | GMAIL | MEDIO | 20 | 433808.0 | 121.0 | 22 | 0 | 22 | 0 | RJ / ES | 132 | 11 | 12 | 12 | 7 | 11 | Sunday | Monday | Monday | Monday | Monday | 2021 | 2021 | 2021 | 2021 | 2021 |
| 89549 | 6094038865287329652 | 301.49 | 8.99 | PJ | Serviços | GMAIL | GRANDE | 48 | 532236.0 | 136.0 | 22 | 0 | 22 | 0 | BH / SE | 132 | 11 | 12 | 12 | 7 | 11 | Sunday | Monday | Monday | Monday | Monday | 2021 | 2021 | 2021 | 2021 | 2021 |
| 89550 | 1592581784061157609 | 23214.50 | 6.99 | PJ | Comércio | SEM_VALOR | MEDIO | 90 | 268024.0 | 125.0 | 20 | 0 | 20 | 0 | RS | 7126 | 11 | 12 | 12 | 5 | 12 | Tuesday | Monday | Monday | Tuesday | Wednesday | 2021 | 2021 | 2021 | 2002 | 2021 |